Michal Choras

发表

DDoS Attacks Detection by Means of Greedy Algorithms

Tomasz Andrysiak, Lukasz Saganowski, Michal Choras, 2012, IP&C.

Proposal and comparison of network anomaly detection based on long-memory statistical models

Tomasz Andrysiak, Lukasz Saganowski, Michal Choras, 2016, Log. J. IGPL.

Ontology-Based Decision Support for Security Management in Heterogeneous Networks

Michal Choras, Rafal Kozik, Adam Flizikowski, 2009, ICIC.

Statistical and signal‐based network traffic recognition for anomaly detection

Lukasz Saganowski, Michal Choras, Rafal Renk, 2012, Expert Syst. J. Knowl. Eng..

Keystroke Dynamics for Biometrics Identification

Michal Choras, Piotr Mroczkowski, M. Choraś, 2007, ICANNGA.

Adapting an Ensemble of One-Class Classifiers for a Web-Layer Anomaly Detection System

Michal Choras, Rafal Kozik, M. Choraś, 2015, 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC).

A Short Overview of Feature Extractors for Knuckle Biometrics

Michal Choras, M. Choraś, 2013, CORES.

The Concept of Applying Lifelong Learning Paradigm to Cybersecurity

Michal Choras, Rafal Kozik, Rafal Renk, 2017, ICIC.

Ear Biometrics

Michal Choras, 2009, Encyclopedia of Biometrics.

A Concept of Unobtrusive Method for Complementary Emotive User Profiling and Personalization for IPTV Platforms

Michal Choras, Adam Flizikowski, Hassnaa Moustafa, 2012, IP&C.

Image Pre-classification for Biometrics Identification Systems

Michal Choras, 2007, Advances in Information Processing and Protection.

The HTTP Content Segmentation Method Combined with AdaBoost Classifier for Web-Layer Anomaly Detection System

Michal Choras, Rafal Kozik, M. Choraś, 2016, SOCO-CISIS-ICEUTE.

Practical Employment of Granular Computing to Complex Application Layer Cyberattack Detection

Witold Pedrycz, Michal Choras, Rafal Kozik, 2019, Complex..

Stereo disparity estimation using discrete orthogonal moments

Tomasz Andrysiak, Michal Choras, 2006, ICINCO-RA.

Evaluation of Various Techniques for SQL Injection Attack Detection

Michal Choras, Rafal Kozik, 2013, CORES.

Evaluation of the Pre-processing Methods in Image-Based Palmprint Biometrics

Michal Choras, Rafal Kozik, Agata Wojciechowska, 2017, IP&C.

Recognizing Individual Typing Patterns

Michal Choras, Piotr Mroczkowski, 2007, IbPRIA.

Current cyber security threats and challenges in critical infrastructures protection

Michal Choras, Rafal Kozik, 2013, 2013 Second International Conference on Informatics & Applications (ICIA).

Image Feature Extraction Methods for Ear Biometrics--A Survey

Michal Choras, M. Choraś, 2007, 6th International Conference on Computer Information Systems and Industrial Management Applications (CISIM'07).

Switching Network Protocols to Improve Communication Performance in Public Clouds

Michal Choras, Rafal Kozik, Sebastian Laskawiec, 2018, IP&C.

Towards Mobile Palmprint Biometric System with the New Palmprint Database

Michal Choras, Rafal Kozik, Agata Gielczyk, 2019, IP&C.

Ear Biometrics in Passive Human Identification Systems

Michal Choras, 2006, PRIS.

A Novel Shape-Texture Approach to Palmprint Detection and Identification

Michal Choras, Rafal Kozik, Aleksandra Zelek, 2008, 2008 Eighth International Conference on Intelligent Systems Design and Applications.

Human Ear Identification Based on Image Analysis

Michal Choras, M. Choraś, 2004, ICAISC.

Further Developments in Geometrical Algorithms for Ear Biometrics

Michal Choras, M. Choraś, 2006, AMDO.

Pattern Recognition Solutions for Fake News Detection

Michal Choras, Konstantinos P. Demestichas, Rafal Kozik, 2018, CISIM.

Intersection Approach to Vulnerability Handling

Michal Choras, Salvatore D'Antonio, Rafal Kozik, 2010, WEBIST.

The Identification and Creation of Ontologies for the Use in Law Enforcement AI Solutions - MAGNETO Platform Use Case

Wilmuth Müller, Michal Choras, Konstantinos P. Demestichas, 2019, ICCCI.

Comprehensive Approach to Increase Cyber Security and Resilience

Michal Choras, Rafal Kozik, Artsiom Yautsiukhin, 2015, 2015 10th International Conference on Availability, Reliability and Security.

The lip as a biometric

Michal Choras, M. Choraś, 2010, Pattern Analysis and Applications.

Application "Pomoc" - Emergency Calls with Geo-location

Michal Choras, Marcin Przybyszewski, Anna Stachowicz, 2016, ISCRAM.

Recent Granular Computing Implementations and its Feasibility in Cybersecurity Domain

Michal Choras, Rafal Kozik, Marek Pawlicki, 2018, ARES.

Hybrid Feature Extraction for Palmprint-Based User Authentication

Michal Choras, Rafal Kozik, Agata Gielczyk, 2018, 2018 International Conference on High Performance Computing & Simulation (HPCS).

Binary Code for the Compact Palmprint Representation Using Texture Features

Gian Luca Marcialis, Michal Choras, Agata Gielczyk, 2019, CAIP.

Patterns Extraction Method for Anomaly Detection in HTTP Traffic

Michal Choras, Rafal Kozik, Rafal Renk, 2015, CISIS-ICEUTE.

Cost-Sensitive Distributed Machine Learning for NetFlow-Based Botnet Activity Detection

Michal Choras, Rafal Kozik, Marek Pawlicki, 2018, Secur. Commun. Networks.

Human Lips as Emerging Biometrics Modality

Michal Choras, 2008, ICIAR.

Balanced Efficient Lifelong Learning (B-ELLA) for Cyber Attack Detection

Michal Choras, Rafal Kozik, Jörg Keller, 2019, J. Univers. Comput. Sci..

Fusion of Bayesian and Ontology Approach Applied to Decision Support System for Critical Infrastructures Protection

Michal Choras, Rafal Kozik, Witold Holubowicz, 2010, MOBILIGHT.

Integrated color, texture and shape information for content-based image retrieval

Ryszard S. Choras, Tomasz Andrysiak, Michal Choras, 2007, Pattern Analysis and Applications.

Extreme Learning Machines for Web Layer Anomaly Detection

Michal Choras, Rafal Kozik, Rafal Renk, 2016, IP&C.

Considering Service Name Indication for Multi-tenancy Routing in Cloud Environments

Michal Choras, Sebastian Laskawiec, 2016, IP&C.

Ten Years of Image Processing and Communications

Ryszard S. Choras, Michal Choras, Agata Gielczyk, 2018, IP&C.

Modelling HTTP Requests with Regular Expressions for Detection of Cyber Attacks Targeted at Web Applications

Michal Choras, Rafal Kozik, Rafal Renk, 2014, SOCO-CISIS-ICEUTE.

Algorithm for stereovision disparity calculation in the moment space

Tomasz Andrysiak, Michal Choras, 2006 .

Common Representational Model and Ontologies for Effective Law Enforcement Solutions

Wilmuth Müller, Michal Choras, Konstantinos P. Demestichas, 2020, Vietnam. J. Comput. Sci..

Platform for Software Quality and Dependability Data Analysis

Michal Choras, Rafal Kozik, Rafal Renk, 2018, DepCoS-RELCOMEX.

Privacy-Preserving Biometric Authentication and Matching via Lattice-Based Encryption

Michal Choras, Constantinos Patsakis, Mélanie Bouroche, 2015, DPM/QASA@ESORICS.

COMPREHENSIVE APPROACH TO INFORMATION SHARING FOR INCREASED NETWORK SECURITY AND SURVIVABILITY

Michal Choras, M. Choraś, 2013, Cybern. Syst..

Q-Rapids framework for advanced data analysis to improve rapid software development

Michal Choras, Rafal Kozik, Rafal Renk, 2018, Journal of Ambient Intelligence and Humanized Computing.

Artificial Neural Network Hyperparameter Optimisation for Network Intrusion Detection

Michal Choras, Rafal Kozik, Marek Pawlicki, 2019, ICIC.

Network Event Correlation and Semantic Reasoning for Federated Networks Protection System

Michal Choras, Rafal Kozik, M. Choraś, 2011, CISIM.

SocialTruth Project Approach to Online Disinformation (Fake News) Detection and Mitigation

Michal Choras, Konstantinos P. Demestichas, Rafal Kozik, 2019, ARES.

Semi-unsupervised Machine Learning for Anomaly Detection in HTTP Traffic

Michal Choras, Rafal Kozik, Rafal Renk, 2015, CORES.

Machine Learning Methods for Fake News Classification

Michal Choras, Rafal Kozik, Michal Wozniak, 2019, IDEAL.

Recent Advances in Image Pre-processing Methods for Palmprint Biometrics

Michal Choras, Rafal Kozik, Agata Wojciechowska, 2017, CORES.

Geometrical Algorithms of Ear Contour Shape Representation and Feature Extraction

Ryszard S. Choras, Michal Choras, M. Choraś, 2006, Sixth International Conference on Intelligent Systems Design and Applications.

Ear Biometrics Based on Geometrical Feature Extraction

Michal Choras, 2009, Progress in Computer Vision and Image Analysis.

Netflow-Based Malware Detection and Data Visualisation System

Michal Choras, Rafal Kozik, Robert Mlodzikowski, 2017, CISIM.

Lightweight Verification Schema for Image-Based Palmprint Biometric Systems

Michal Choras, Rafal Kozik, Agata Gielczyk, 2019, Mob. Inf. Syst..

Recognizing Anomalies/Intrusions in Heterogeneous Networks

Lukasz Saganowski, Michal Choras, Rafal Kozik, 2009, Computer Recognition Systems 3.

Pattern Extraction Algorithm for NetFlow-Based Botnet Activities Detection

Michal Choras, Rafal Kozik, 2017, Secur. Commun. Networks.

Web Security Enhancement based on Keystroke Dynamics

Michal Choras, Piotr Mroczkowski, 2007, WEBIST.

Image Recognition Techniques Applied to Automated and Objective QoE Assessment of Mobile WWW Services

Michal Choras, Rafal Kozik, Adam Flizikowski, 2010, ICCVG.

Knuckle Recognition for Human Identification

Michal Choras, Rafal Kozik, 2011, Computer Recognition Systems 4.

Network Events Correlation for Federated Networks Protection System

Rafal Piotrowski, Michal Choras, Rafal Kozik, 2011, ServiceWave.

Solution to Data Imbalance Problem in Application Layer Anomaly Detection Systems

Michal Choras, Rafal Kozik, 2016, HAIS.

Palmprint Recognition Enhanced by the Shape Features

Michal Choras, Rafal Kozik, Aleksandra Zelek, 2008, 2008 7th Computer Information Systems and Industrial Management Applications.

Information Exchange Mechanism between Federated Domains: P2P Approach

Michal Choras, Rafal Kozik, Rafal Renk, 2012, CISIS/ICEUTE/SOCO Special Sessions.

A scalable distributed machine learning approach for attack detection in edge computing environments

Michal Choras, Francesco Palmieri, Rafal Kozik, 2018, J. Parallel Distributed Comput..

Computer Visual System Analyzing the Influence of Stimulants on Human Motion

Ryszard S. Choras, Michal Choras, M. Choraś, 2002, AMDO.

Sparse Autoencoders for Unsupervised Netflow Data Classification

Michal Choras, Rafal Kozik, Marek Pawlicki, 2018, IP&C.

Machine Learning Techniques for Cyber Attacks Detection

Michal Choras, Rafal Kozik, M. Choraś, 2013, IP&C.

Ear Biometrics Based on Geometrical Feature Extraction

Michal Choras, M. Choraś, 2005, Progress in Computer Vision and Image Analysis.

Ontology Applied in Decision Support System for Critical Infrastructures Protection

Michal Choras, Rafal Kozik, Adam Flizikowski, 2010, IEA/AIE.

Fault-Prone Software Classes Recognition via Artificial Neural Network with Granular Dataset Balancing

Michal Choras, Rafal Kozik, Agata Gielczyk, 2019, CORES.

The human role in tools for improving robustness and resilience of critical infrastructures

Michal Choras, Daniel Germanus, Aladino Amantini, 2010, Cognition, Technology & Work.

Protecting the application layer in the public domain with machine learning methods

Michal Choras, Rafal Kozik, M. Choraś, 2018, Logic Journal of the IGPL.

Advanced services for critical infrastructures protection

Vittorio Rosato, Michal Choras, Erich Rome, 2015, Journal of Ambient Intelligence and Humanized Computing.

Human Lips Recognition

Michal Choras, 2008, Computer Recognition Systems 2.

Towards nature-inspired machine-learning approach for cyber security

Michal Choras, Rafał Kozik, 2019 .

Practical Applications of Data Analysis, Classification and Anomaly Detection

Michal Choras, Rafal Kozik, Jörg Keller, 2020, J. Univers. Comput. Sci..

Gated Recurrent Units for Intrusion Detection

Michal Choras, Rafal Kozik, Adam Marchewka, 2019, IP&C.

Concept Drift Analysis for Improving Anomaly Detection Systems in Cybersecurity

Michal Choras, Michal Wozniak, 2017, CECC.

Recent Advances, Emerging Methods and Applications of Pattern Recognition

Manuel Graña, Tomasz Andrysiak, Michal Choras, 2019, J. Univers. Comput. Sci..

Network Traffic Prediction and Anomaly Detection Based on ARFIMA Model

Tomasz Andrysiak, Lukasz Saganowski, Michal Choras, 2014, SOCO-CISIS-ICEUTE.

Knuckle Biometrics for Human Identification

Michal Choras, Rafal Kozik, 2010, IP&C.

Fast Feature Extractors for Palmprint Biometrics

Michal Choras, Rafal Kozik, 2011, CISIM.

Evaluation of the Existing Tools for Fake News Detection

Michal Choras, Agata Gielczyk, Rafal Wawrzyniak, 2019, CISIM.

Decision Aid Tool and Ontology-Based Reasoning for Critical Infrastructure Vulnerabilities and Threats Analysis

Michal Choras, Rafal Kozik, Adam Flizikowski, 2009, CRITIS.

Innovative Man Machine Interfaces and Solutions to Support Totally Blind People

Michal Choras, Salvatore D'Antonio, Klaus Miesenberger, 2011, IP&C.

Intelligent Computing for Automated Biometrics, Criminal and Forensic Applications

Michal Choras, 2007, ICIC.

Software Development Metrics Prediction Using Time Series Methods

Michal Choras, Rafal Kozik, Witold Holubowicz, 2019, CISIM.

End-users needs and requirements for tools to support critical infrastructures protection pdf

Michal Choras, Rafal Kozik, Rafal Renk, 2014, ArXiv.

Image Filtration and Feature Extraction for Face Recognition

Tomasz Andrysiak, Michal Choras, 2006, Biometrics, Computer Security Systems and Artificial Intelligence Applications.

Evolutionary-based packets classification for anomaly detection in web layer

Michal Choras, Rafal Kozik, Witold Holubowicz, 2016, Secur. Commun. Networks.

Online Social Networks: Emerging Security and Safety Applications

Michal Choras, Rafal Kozik, Damian Puchalski, 2012, IP&C.

Packets tokenization methods for web layer cyber security

Michal Choras, Rafal Kozik, Witold Holubowicz, 2017, Logic Journal of the IGPL.

Multimodal Hand-Palm Biometrics

Ryszard S. Choras, Michal Choras, 2007, ICANNGA.

Advanced Analysis of Data Streams for Critical Infrastructures Protection and Cybersecurity

Michal Choras, Michal Wozniak, Barbara Bobowska, 2018, J. Univers. Comput. Sci..

DWT-based anomaly detection method for cyber security of wireless sensor networks

Tomasz Andrysiak, Lukasz Saganowski, Michal Choras, 2016, Secur. Commun. Networks.

5G Communications: Energy Efficiency

Michal Choras, Evgenia F. Adamopoulou, Konstantinos P. Demestichas, 2017, Mob. Inf. Syst..

Greedy Algorithms for Network Anomaly Detection

Tomasz Andrysiak, Lukasz Saganowski, Michal Choras, 2012, CISIS/ICEUTE/SOCO Special Sessions.

Feature Extraction Method for Contactless Palmprint Biometrics

Michal Choras, Rafal Kozik, 2010, ICIC.

Increasing product owners’ cognition and decision-making capabilities by data analysis approach

Michal Choras, Rafal Kozik, Rafal Renk, 2018, Cognition, Technology & Work.

Contactless palmprint and knuckle biometrics for mobile devices

Michal Choras, Rafal Kozik, 2011, Pattern Analysis and Applications.

Cyber Security of the Application Layer of Mission Critical Industrial Systems

Michal Choras, Rafal Kozik, Rafal Renk, 2016, CISIM.

Correlation Approach for SQL Injection Attacks Detection

Michal Choras, Rafal Kozik, Witold Holubowicz, 2012, CISIS/ICEUTE/SOCO Special Sessions.

Lips Recognition for Biometrics

Michal Choras, 2009, ICB.

Knuckle Biometrics Based on Texture Features

Michal Choras, Rafal Kozik, M. Choraś, 2010, 2010 International Workshop on Emerging Techniques and Challenges for Hand-Based Biometrics.

Running Sports Decision Aid Tool Based on Reinforcement Learning Approach

Michal Choras, Rafal Kozik, Joanna Morzynska, 2017, IP&C.

Local Statistic Embedding for Malware Behaviour Modelling

Michal Choras, Rafal Kozik, 2015, IP&C.

Hand Shape Geometry and Palmprint Features for the Personal Identification

Ryszard S. Choras, Michal Choras, 2006, Sixth International Conference on Intelligent Systems Design and Applications.

Performance Evaluation of ADS System Based on Redundant Dictionary

Lukasz Saganowski, Michal Choras, Rafal Renk, 2010, IP&C.

A Novel Signal-Based Approach to Anomaly Detection in IDS Systems

Lukasz Saganowski, Michal Choras, Rafal Renk, 2009, ICANNGA.

Content Based Image Retrieval Technique

Ryszard S. Choras, Tomasz Andrysiak, Michal Choras, 2005, CORES.

Simulation platform for cyber-security and vulnerability analysis of critical infrastructures

Michal Choras, Rafal Kozik, Massimo Ficco, 2017, J. Comput. Sci..

The Feasibility of Deep Learning Use for Adversarial Model Extraction in the Cybersecurity Domain

Michal Choras, Rafal Kozik, Marek Pawlicki, 2019, IDEAL.

Symmetry-Based Salient Points Detection in Face Images

Tomasz Andrysiak, Michal Choras, 2006, ICAISC.

Digital Analysis of 2D Code Images Based on Radon Transform

Michal Choras, Rafal Tarlowski, 2009, Computer Recognition Systems 3.

A Practical Framework and Guidelines to Enhance Cyber Security and Privacy

Michal Choras, Rafal Kozik, Rafal Renk, 2015, CISIS-ICEUTE.

Recognizing Faults in Software Related Difficult Data

Michal Choras, Rafal Kozik, Marek Pawlicki, 2019, ICCS.

Ear Biometrics Based on Geometrical Method of Feature Extraction

Michal Choras, M. Choraś, 2004, AMDO.

Hardening Web Applications against SQL Injection Attacks Using Anomaly Detection Approach

Michal Choras, Rafal Kozik, Witold Holubowicz, 2014, IP&C.

A Proposal of Algorithm for Web Applications Cyber Attack Detection

Michal Choras, Rafal Kozik, Rafal Renk, 2014, CISIM.

Finger Knuckle Print Identification with Hierarchical Model of Local Gradient Features

Michal Choras, Rafal Kozik, 2015, New Trends in Intelligent Information and Database Systems.

Ear Biometrics

Michal Choras, 2015, Encyclopedia of Biometrics.

Machine learning techniques applied to detect cyber attacks on web applications

Michal Choras, Rafal Kozik, M. Choraś, 2015, Log. J. IGPL.

Progress in Features, Data, Patterns and Similarity Analysis

Michal Choras, Rafal Kozik, Jörg Keller, 2020, J. Univers. Comput. Sci..

Cyber-Attack Detection from IoT Benchmark Considered as Data Streams

Michal Choras, Rafal Kozik, Marek Pawlicki, 2021, CORES/IP&C/ACS.

Transformer Based Models in Fake News Detection

Michal Choras, Michal Wozniak, Rafal Kozik, 2021, International Conference on Conceptual Structures.

Intelligent operator: Machine learning based decision support and explainer for human operators and service providers in the fog, cloud and edge networks

Michal Choras, Rafal Kozik, Vijayakumar Varadarajan, 2021, J. Inf. Secur. Appl..

Network Intrusion Detection in the Wild - the Orange use case in the SIMARGL project

Michal Choras, Rafal Kozik, Marek Pawlicki, 2021, ARES.

Towards AI-Based Reaction and Mitigation for e-Commerce - the ENSURESEC Engine

Michal Choras, Rafal Kozik, Marek Pawlicki, 2021, ICIC.

Extending Machine Learning-Based Intrusion Detection with the Imputation Method

Michal Choras, Rafal Kozik, Marek Pawlicki, 2021, CORES/IP&C/ACS.

The Methods and Approaches of Explainable Artificial Intelligence

Michal Choras, Marek Pawlicki, Aleksandra Pawlicka, 2021, ICCS.

Why Do Law Enforcement Agencies Need AI for Analyzing Big Data?

Michal Choras, Konstantinos P. Demestichas, Rafal Kozik, 2021, CISIM.

Editorial: Applying Machine Learning for Combating Fake News and Internet/Media Content Manipulation

Álvaro Herrero, Michal Choras, Konstantinos P. Demestichas, 2021, Appl. Soft Comput..

Who Will Score? A Machine Learning Approach to Supporting Football Team Building and Transfers

Michal Choras, Agata Gielczyk, Bartosz Cwiklinski, 2021, Entropy.

Machine Learning Based Approach to Anomaly and Cyberattack Detection in Streamed Network Traffic Data

Michal Choras, Rafal Kozik, Marek Pawlicki, 2021, J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl..

The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data

Michal Choras, Rafal Kozik, Marek Pawlicki, 2021, ICCCI.

Missing and Incomplete Data Handling in Cybersecurity Applications

Michal Choras, Rafal Kozik, Witold Holubowicz, 2021, ACIIDS.

The stray sheep of cyberspace a.k.a. the actors who claim they break the law for the greater good

Michal Choras, Marek Pawlicki, Aleksandra Pawlicka, 2021, Personal and Ubiquitous Computing.

Intrusion detection approach based on optimised artificial neural network

Michal Choras, Marek Pawlicki, M. Choraś, 2020, Neurocomputing.

Using Machine Learning to Detect the Signs of Radicalization and Hate Speech on Twitter

Michal Choras, Marek Pawlicki, Aleksandra Pawlicka, 2021, CORES/IP&C/ACS.